Rafalab.github.io

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IP address185.199.108.153
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GitHub - rafalab/rafalab.github.io: web page

Rafalab/rafalab.github.io. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. master. Switch branches/tags. Branches Tags. Could not load branches. Nothing to show {{ refName }} default View all branches. Could not load tags. Nothing to show {{ refName }} default. View all tags . 5 branches 0 tags. Code. Latest commit . …

Github.com

DA: 10 PA: 26 MOZ Rank: 36

Teaching - GitHub Pages

Partially funded by NIH grants R35GM131802, R01HG005220, R01GM083084, R01GM103552, R25GM114818, P41HG004059 Mailing Address: CLSB 11007, 450 Brookline Ave, Boston, MA 02215 · 617-632-2454

Rafalab.github.io

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rafalab.github.io/software.md at master · …

Web page. Contribute to rafalab/rafalab.github.io development by creating an account on GitHub.

Github.com

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Rafael Irizarry (@rafalab) / Twitter

Applied statistician. I tweet data-driven observations, data science educational materials, academic research updates, and the occasional joke.

Twitter.com

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rafalab.github.io - rafalab

Alexa Traffic Rank estimates that rafalab.github.io is ranked number 27,173 in the world, while most of its traffic comes from Germany, where it occupies as high as 36,893 place. Rafalab.github.io is registered under .IO top-level domain. Check other websites in .IO zone. During the last check (June 06, 2021) rafalab.github.io has an expired SSL certificate issued …

Livethomas.rescrf.com

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Data Science for Agricultural Professionals - GitHub Pages

Introduction to Data Science: although there are many “Introduction to R” books, this one closely matches how we approach it in Agronomy 513. (https://rafalab.github.io/dsbook/) R Graphics Cookbook: a comprehensive explanation of how to create just about any plot you could ever imaging in R, mainly using the ggplot package.

Mharbur.github.io

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Applied Causal Inference with R - hartmannfelix.github.io

HU Berlin – Summer 2021 – 3 Schedule Week 1 (Apr. 16): Introduction Before Class: Make sure you have a satisfactory setup for statistical computing in R. Topics: Overview of the course. Reading: Keele(2015) Week 2 (Apr. 23): Introduction to R and RStudio

Hartmannfelix.github.io

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R Nuts and Bolts - Statistical Computing

The [1] shown in the output indicates that x is a vector and 5 is its first element.. Typically with interactive work, we do not explicitly print objects with the print function; it is much easier to just auto-print them by typing the name of the object and hitting return/enter. However, when writing scripts, functions, or longer programs, there is sometimes a need to explicitly print objects ...

Stephaniehicks.com

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Introduction to R and RStudio - Statistical Computing

It is possible to install packages from GitHub directly. Those usually contain the latest version of the package, with features that might not be available yet on the CRAN website. Sometimes, in early development stages, a package is only on GitHub until the developer(s) feel it is good enough for CRAN submission. So installing from GitHub gives you the latest. The …

Stephaniehicks.com

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Applied Causal Inference & Machine Learning in Political Behaviour

HU Berlin – Winter 2021/22 – 3 Schedule Week 1 (Oct. 22): Introduction Before Class: Make sure you have a satisfactory setup for statistical computing in R. Topics: Overview of the course, Introduction to R and RStudio. Reading: Angrist and Pischke,2014, Introduction, p. xi-xv ,Keele(2015) Week 2 (Oct. 29): Causal Inference Topics: R markdown, Causality as …

Hartmannfelix.github.io

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Introduction to machine learning - Statistical Computing

In machine learning, data comes in the form of: the outcome we want to predict and. the features that we will use to predict the outcome. Here, we will use Y to denote the outcome and X 1, …, X p to denote features. Note that features are sometimes referred to as predictors or covariates. We consider all these to be synonyms.

Stephaniehicks.com

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How to read Excel in R markdown? - Stack Overflow

To be able to work with just a filename, you need to create rmarkdown project rafalab.github.io/dsbook/ ...

Stackoverflow.com

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Statistical Computing: Vectorization and loop functionals

Here are a list of them: lapply (): Loop over a list and evaluate a function on each element. sapply (): Same as lapply but try to simplify the result. apply (): Apply a function over the margins of an array. tapply (): Apply a function over subsets of a vector. mapply (): Multivariate version of lapply.

Stephaniehicks.com

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Notes on Machine Learning 2: Decision trees - cveai.github.io

(ML 2.8) Random forests. Also by Breiman. An extremely simple technique with state of the art perfomance. A study by Caruana & Niculescu-Mizil (2006), An Empirical Comparison of Supervised Learning Algorithms, shows: Boosted decition free (another aggregation tree)

Cveai.github.io

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Blog – Math to Data

Open Educational Resource Logic Model. As I was consolidating and mapping out learning progressions for folks coming from pure mathematics, I compiled this list of Data Science reference materials. Enjoy! Update: I use Zotero to compile this list, and have an online library of papers here. Please contact me to join the group, and share your ...

Mathtodata.com

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